{"id":"W2287494050","doi":"","title":"ABSTRACT: COAL GEOLOGY AND ITS ROLE IN CBM EXPLORATION AND DEVELOPMENT IN ALBERTA","year":2006,"lang":"en","type":"article","venue":"","topic":"Mining Techniques and Economics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology; Coal; Mining engineering; Earth science; Geochemistry; Archaeology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004722558,0.0000416158,0.00005690414,0.00004683563,0.000005845719,0.000007389045,0.00001475607,0.00004387391,0.00002301195],"category_scores_gemma":[0.000001768389,0.00004541067,0.000001729623,0.0000124468,0.000003216554,0.00008400927,0.00001226367,0.00003545988,0.00000660175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001826988,"about_ca_system_score_gemma":0.000003407422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006149853,"about_ca_topic_score_gemma":0.01777502,"domain_scores_codex":[0.9997402,0.00000117289,0.000112925,0.00006122181,0.000008669218,0.00007583213],"domain_scores_gemma":[0.9999456,0.00001232754,0.000006175583,0.00002390993,0.000001660084,0.00001036525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005378298,0.0001872223,0.703182,0.0003427073,0.00002763933,0.00003938967,0.009512705,0.1498078,0.008746897,0.05733537,0.004479923,0.06628462],"study_design_scores_gemma":[0.0008568797,0.00002736295,0.6983109,0.0000363741,0.000001342379,0.00001215628,0.0002672845,0.2541077,0.02113564,0.004826473,0.01995987,0.0004580511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916602,0.0000698995,0.0002940013,0.00005660641,0.00001263109,0.00004669408,1.351482e-7,0.00002904138,0.007830727],"genre_scores_gemma":[0.9977537,0.00005232766,0.002068383,0.000009851731,0.00000667595,0.00001134646,0.00000482379,0.000004843188,0.00008799605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1042999,"threshold_uncertainty_score":0.9918876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01253411973353062,"score_gpt":0.1916813923690874,"score_spread":0.1791472726355568,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}